list.files()
 [1] "~$data_paper.xlsx"                      "app.R"                                  "Data Excel.xlsx"                       
 [4] "data_paper - Copy.xlsx"                 "data_paper.xlsx"                        "informasi.html"                        
 [7] "intro_home.html"                        "Kode R di aplikasi keywords id.nb.html" "Kode R di aplikasi keywords id.Rmd"    
[10] "team.html"                              "www"                                   

library(readxl)

data_paper <- read_xlsx("data_paper.xlsx")
data_paper <- as.data.frame(data_paper)
data_paper
NA

#Membuat Distribusi Jumlah Artikel berdasarkan Jurnal



library(dplyr)

grup <- group_by(data_paper, `Nama Jurnal`, ISSN)

data_jurnal <- grup %>% summarise(
        freq = n()

)

data_jurnal <- as.data.frame(data_jurnal)

colnames(data_jurnal) = c("Journal", "ISSN", "Number of Articles in Our Database")

data_jurnal

#Jumlah Keywords


ambil_keyword <- data_paper[,"Keyword"]
ambil_keyword <- as.data.frame(ambil_keyword)

simpan_keyword <- vector(mode = "character")
  
  
for(i in 1 :  length(ambil_keyword[,1])  )
{
  
  X <- ambil_keyword[i,1]
  
  X <- tolower(X) #mengubah menjadi huruf kecil

      
      X <- unlist(strsplit(as.character(X), "  ;", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), " ;", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), ";  ", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), "; ", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), ";", fixed = TRUE))
      #X <- unlist(strsplit(as.character(X), ", ", fixed = TRUE))
      #  X <- unlist(strsplit(as.character(X), "  ,", fixed = TRUE))
           # X <- unlist(strsplit(as.character(X), " ,", fixed = TRUE))
           # X <- unlist(strsplit(as.character(X), ",", fixed = TRUE))
      
      simpan_keyword = c(simpan_keyword, X)
      
      
  
  
}



level_simpan_keyword <- as.factor(simpan_keyword)

level_simpan_keyword <- levels(level_simpan_keyword)

length(level_simpan_keyword)
[1] 1801
level_simpan_keyword
   [1] "ability to respond to instructions"                                                 
   [2] "aboge calendar"                                                                     
   [3] "absorptive capability"                                                              
   [4] "absorptive capacity"                                                                
   [5] "abstract"                                                                           
   [6] "academic"                                                                           
   [7] "academic achievement"                                                               
   [8] "academic adjustment"                                                                
   [9] "academic burnout"                                                                   
  [10] "academic data"                                                                      
  [11] "academic flow"                                                                      
  [12] "academic grit"                                                                      
  [13] "academic infringement"                                                              
  [14] "academic motivation"                                                                
  [15] "academic procrastination"                                                           
  [16] "academic resilience"                                                                
  [17] "academic self-efficacy"                                                             
  [18] "academic self efficacy"                                                             
  [19] "academic stress"                                                                    
  [20] "accountability"                                                                     
  [21] "accounting"                                                                         
  [22] "accounting education"                                                               
  [23] "accounting fraud"                                                                   
  [24] "accounting measures"                                                                
  [25] "aceh singkil community"                                                             
  [26] "aceh’s qanun jinayat"                                                               
  [27] "acehnese customary law"                                                             
  [28] "achievement"                                                                        
  [29] "achievement division (stad)"                                                        
  [30] "achievement goals"                                                                  
  [31] "achievement motivation"                                                             
  [32] "actuarial"                                                                          
  [33] "adaptability"                                                                       
  [34] "adaptation"                                                                         
  [35] "adaptive control"                                                                   
  [36] "adaptive herding"                                                                   
  [37] "adhd"                                                                               
  [38] "adhd student"                                                                       
  [39] "adherence to diabetes management"                                                   
  [40] "adolescence"                                                                        
  [41] "adolescent"                                                                         
  [42] "adolescent girls"                                                                   
  [43] "adolescent victims of bullying"                                                     
  [44] "adolescents"                                                                        
  [45] "adolescents and early adulthood"                                                    
  [46] "adoptive"                                                                           
  [47] "adult"                                                                              
  [48] "adultery"                                                                           
  [49] "adulthood"                                                                          
  [50] "adversity quotient"                                                                 
  [51] "aes"                                                                                
  [52] "affective commitment"                                                               
  [53] "affective response"                                                                 
  [54] "affective self-concept filipino adolescents with polycystic ovarian syndrome (pcos)"
  [55] "age"                                                                                
  [56] "aggressive behavior"                                                                
  [57] "aggressive behaviour"                                                               
  [58] "aggressiveness"                                                                     
  [59] "agricultural land"                                                                  
  [60] "al-qur’an"                                                                          
  [61] "algebra learning"                                                                   
  [62] "algebraic thinking"                                                                 
  [63] "alliances"                                                                          
  [64] "alpha generation"                                                                   
  [65] "alternative attractiveness"                                                         
  [66] "analysis"                                                                           
  [67] "analysts"                                                                           
  [68] "analytic hierarchy process (ahp)"                                                   
  [69] "anchor personality"                                                                 
  [70] "and brand image"                                                                    
  [71] "and follow-up (rppf)"                                                               
  [72] "angel"                                                                              
  [73] "anger"                                                                              
  [74] "annual reports"                                                                     
  [75] "anti-corruption perception"                                                         
  [76] "anticipated emotions of opponents"                                                  
  [77] "anticipated emotions of others"                                                     
  [78] "anticipated emotions of proponents"                                                 
  [79] "anxiety"                                                                            
  [80] "apply finance"                                                                      
  [81] "appreciative inquiry"                                                               
  [82] "ardl"                                                                               
  [83] "arima"                                                                              
  [84] "arithmetic"                                                                         
  [85] "artificial intelligence"                                                            
  [86] "artificial intelligence (ai)"                                                       
  [87] "artificial intimacy"                                                                
  [88] "asean"                                                                              
  [89] "asean countries"                                                                    
  [90] "asian countries"                                                                    
  [91] "asmaul husna"                                                                       
  [92] "asn"                                                                                
  [93] "asn employees"                                                                      
  [94] "assertiveness"                                                                      
  [95] "assertiveness training"                                                             
  [96] "asymmetric effect"                                                                  
  [97] "asymmetric information"                                                             
  [98] "asymmetry information"                                                              
  [99] "attachment"                                                                         
 [100] "attachment to god"                                                                  
 [101] "attitude"                                                                           
 [102] "attitude towards advertisement"                                                     
 [103] "attitude towards brand"                                                             
 [104] "attitude towards luxury fashion brand"                                              
 [105] "attitudinal loyalty"                                                                
 [106] "audience behavior"                                                                  
 [107] "audit efforts"                                                                      
 [108] "audit quality"                                                                      
 [109] "audit report lags"                                                                  
 [110] "auditor"                                                                            
 [111] "authoritarian parenting"                                                            
 [112] "authoritative parenting"                                                            
 [113] "autism"                                                                             
 [114] "average linkage method"                                                             
 [115] "avoiding sin"                                                                       
 [116] "backward-looking oriented information"                                              
 [117] "bajo fisherman"                                                                     
 [118] "balance theory"                                                                     
 [119] "balinese"                                                                           
 [120] "banda aceh"                                                                         
 [121] "bank"                                                                               
 [122] "bank performance"                                                                   
 [123] "bank stability"                                                                     
 [124] "banking"                                                                            
 [125] "banking stability"                                                                  
 [126] "basic education"                                                                    
 [127] "basic empathy scale"                                                                
 [128] "basic literacy skills"                                                              
 [129] "batik sidomukti"                                                                    
 [130] "bayesian inference"                                                                 
 [131] "beam-column joint"                                                                  
 [132] "beauty product"                                                                     
 [133] "behavior experiment"                                                                
 [134] "behavioral bias"                                                                    
 [135] "behavioral intention"                                                               
 [136] "behavioral intervention"                                                            
 [137] "behavioral loyalty"                                                                 
 [138] "behavioral problems"                                                                
 [139] "behavioristic learning theory"                                                      
 [140] "being active in organization"                                                       
 [141] "belief systems"                                                                     
 [142] "benefit"                                                                            
 [143] "beta adjustment"                                                                    
 [144] "beta pulih program"                                                                 
 [145] "bfts perspective"                                                                   
 [146] "bibliometric analysis"                                                              
 [147] "bibliometric study"                                                                 
 [148] "bibliometrics analysis"                                                             
 [149] "bifactor"                                                                           
 [150] "big-five personality"                                                               
 [151] "big five trails"                                                                    
 [152] "bilingualism"                                                                       
 [153] "bird’s nest drawing test"                                                           
 [154] "birrul waalidain"                                                                   
 [155] "black economy"                                                                      
 [156] "board diversity"                                                                    
 [157] "board structure"                                                                    
 [158] "board vigilance"                                                                    
 [159] "boarding school"                                                                    
 [160] "boarding university student"                                                        
 [161] "body dissatisfaction"                                                               
 [162] "body dysmorphic disorder tendency"                                                  
 [163] "body image"                                                                         
 [164] "bostton naming test"                                                                
 [165] "brain anatomy"                                                                      
 [166] "brain imaging"                                                                      
 [167] "brand awareness"                                                                    
 [168] "brand experience"                                                                   
 [169] "brand image"                                                                        
 [170] "brand intentions"                                                                   
 [171] "brand love"                                                                         
 [172] "brand loyalty"                                                                      
 [173] "brand reliability"                                                                  
 [174] "brand trust"                                                                        
 [175] "brawl"                                                                              
 [176] "breadth first search"                                                               
 [177] "break-up"                                                                           
 [178] "breast cancer"                                                                      
 [179] "bribery"                                                                            
 [180] "brief cognitive behavioral therapy"                                                 
 [181] "budget gaming"                                                                      
 [182] "budget participation"                                                               
 [183] "bugis"                                                                              
 [184] "bullying"                                                                           
 [185] "burnout"                                                                            
 [186] "business acumen"                                                                    
 [187] "business agility"                                                                   
 [188] "business performance"                                                               
 [189] "business risk"                                                                      
 [190] "business strategy"                                                                  
 [191] "butterfly hug"                                                                      
 [192] "bystander"                                                                          
 [193] "cadets"                                                                             
 [194] "calibration"                                                                        
 [195] "calorie-counting"                                                                   
 [196] "caning punishment"                                                                  
 [197] "capability development"                                                             
 [198] "capital lease"                                                                      
 [199] "career-related self-efficacy"                                                       
 [200] "career adaptability"                                                                
 [201] "career anxiety"                                                                     
 [202] "career decision self-efficacy"                                                      
 [203] "career exploration"                                                                 
 [204] "career goal development"                                                            
 [205] "career goal discrepancy"                                                            
 [206] "career plan training"                                                               
 [207] "career planning"                                                                    
 [208] "career self-efficacy"                                                               
 [209] "caregiversfor special needs children"                                               
 [210] "caregiving"                                                                         
 [211] "case study"                                                                         
 [212] "cash waqf"                                                                          
 [213] "catboost algorithm"                                                                 
 [214] "cause-related marketing"                                                            
 [215] "cause participation"                                                                
 [216] "cds spread"                                                                         
 [217] "ceiling function"                                                                   
 [218] "celebrity endorsement"                                                              
 [219] "ceo duality"                                                                        
 [220] "ceo hubris"                                                                         
 [221] "ceo power"                                                                          
 [222] "ceo type"                                                                           
 [223] "cetscale"                                                                           
 [224] "cfa"                                                                                
 [225] "character strength"                                                                 
 [226] "charity attitude"                                                                   
 [227] "child-rearing"                                                                      
 [228] "child development"                                                                  
 [229] "child protection"                                                                   
 [230] "childhood abuse"                                                                    
 [231] "childhood trauma"                                                                   
 [232] "children"                                                                           
 [233] "children with intellectual disabilities"                                            
 [234] "children with special needs"                                                        
 [235] "children’s emotion development"                                                     
 [236] "children’s learning community"                                                      
 [237] "china computer industry"                                                            
 [238] "chinese"                                                                            
 [239] "chinese-muslim households"                                                          
 [240] "choice-based conjoint"                                                              
 [241] "cirebon sultanate"                                                                  
 [242] "citizen participation"                                                              
 [243] "civil engineering students"                                                         
 [244] "classroom adaptation"                                                               
 [245] "classroom climate"                                                                  
 [246] "climate anxiety"                                                                    
 [247] "climate change"                                                                     
 [248] "closeness friendship"                                                               
 [249] "cluster analysis"                                                                   
 [250] "coal truck"                                                                         
 [251] "cod"                                                                                
 [252] "cognitive"                                                                          
 [253] "cognitive-behavioral therapy"                                                       
 [254] "cognitive behavior therapy"                                                         
 [255] "cognitive behavior therapy (cbt)"                                                   
 [256] "cognitive behavioral group therapy"                                                 
 [257] "cognitive behavioral therapy"                                                       
 [258] "cognitive distortion"                                                               
 [259] "cognitive interviews"                                                               
 [260] "cognitive learning theory"                                                          
 [261] "cognitive load theory"                                                              
 [262] "cognitive therapy"                                                                  
 [263] "cognitive trust"                                                                    
 [264] "collaborative consumption"                                                          
 [265] "collective consciousness"                                                           
 [266] "collective self-esteem"                                                             
 [267] "college student"                                                                    
 [268] "college students"                                                                   
 [269] "combinatorics"                                                                      
 [270] "comics"                                                                             
 [271] "commercial banks"                                                                   
 [272] "commercialization"                                                                  
 [273] "commitment"                                                                         
 [274] "commognitive framework"                                                             
 [275] "communication"                                                                      
 [276] "communication network"                                                              
 [277] "communication skills"                                                               
 [278] "community health center"                                                            
 [279] "company performance"                                                                
 [280] "competition"                                                                        
 [281] "competitive advantage"                                                              
 [282] "competitive advantage and small business"                                           
 [283] "competitiveness"                                                                    
 [284] "complaint behavior"                                                                 
 [285] "compliance"                                                                         
 [286] "composite reliability"                                                              
 [287] "concrete ads"                                                                       
 [288] "confirmatory factor analysis"                                                       
 [289] "conflict management"                                                                
 [290] "conflict resolution"                                                                
 [291] "congruity"                                                                          
 [292] "conscientiousness"                                                                  
 [293] "conspicuous consumption"                                                            
 [294] "conspiracy"                                                                         
 [295] "constitutional values"                                                              
 [296] "construct validity"                                                                 
 [297] "construction"                                                                       
 [298] "consumer-cause identification"                                                      
 [299] "consumer behavior"                                                                  
 [300] "consumer credit"                                                                    
 [301] "consumer engagement"                                                                
 [302] "consumer ethnocentrism"                                                             
 [303] "consumer innovativeness"                                                            
 [304] "consumer motivation"                                                                
 [305] "consumer perception"                                                                
 [306] "consumer response"                                                                  
 [307] "contact"                                                                            
 [308] "content validity"                                                                   
 [309] "contextual performance"                                                             
 [310] "contingency"                                                                        
 [311] "continuance intention"                                                              
 [312] "controversy"                                                                        
 [313] "cooperative game"                                                                   
 [314] "coopetition"                                                                        
 [315] "coping"                                                                             
 [316] "coping mecanism"                                                                    
 [317] "coping mechanism"                                                                   
 [318] "coping strategies"                                                                  
 [319] "coping strategy"                                                                    
 [320] "coping stress"                                                                      
 [321] "corporal punishment"                                                                
 [322] "corporate entrepreneurship"                                                         
 [323] "corporate finance"                                                                  
 [324] "corporate governance"                                                               
 [325] "corporate risk disclosure"                                                          
 [326] "corporate strategy"                                                                 
 [327] "corporate university"                                                               
 [328] "correlation power analysis"                                                         
 [329] "corruption psychology"                                                              
 [330] "cost"                                                                               
 [331] "cost of living"                                                                     
 [332] "count data"                                                                         
 [333] "counterfeits"                                                                       
 [334] "countermeasures"                                                                    
 [335] "country-of-origin image"                                                            
 [336] "country manager competence"                                                         
 [337] "country of design"                                                                  
 [338] "country of manufacture"                                                             
 [339] "courts of religion"                                                                 
 [340] "covariance matrix"                                                                  
 [341] "covid-19"                                                                           
 [342] "covid-19 pandemic"                                                                  
 [343] "craving"                                                                            
 [344] "creative mathematics"                                                               
 [345] "creative thinking"                                                                  
 [346] "creativity"                                                                         
 [347] "credit market"                                                                      
 [348] "criminal law reform"                                                                
 [349] "critical path method"                                                               
 [350] "critical thinking"                                                                  
 [351] "critical thinking skills"                                                           
 [352] "cross-continental study"                                                            
 [353] "cross-cultural neuropsychology"                                                     
 [354] "cross-sector collaboration"                                                         
 [355] "cryptographic analysis"                                                             
 [356] "csr practice"                                                                       
 [357] "ctivity system"                                                                     
 [358] "cues to action"                                                                     
 [359] "cultural diversity"                                                                 
 [360] "cultural intelligence"                                                              
 [361] "cultural orientation"                                                               
 [362] "culture"                                                                            
 [363] "culture shock"                                                                      
 [364] "currency exchange rates"                                                            
 [365] "customary law"                                                                      
 [366] "customer involvement"                                                               
 [367] "customer loyalty"                                                                   
 [368] "customer satisfaction"                                                              
 [369] "customer smart response capability"                                                 
 [370] "cyber bullying"                                                                     
 [371] "cyberbullying perpetrator"                                                          
 [372] "cynicism"                                                                           
 [373] "daily living activity therapy"                                                      
 [374] "dark dyad"                                                                          
 [375] "dark triad"                                                                         
 [376] "dark triad personality"                                                             
 [377] "dark triad traits"                                                                  
 [378] "data-driven decision making"                                                        
 [379] "data distribution"                                                                  
 [380] "data envelopment analysis"                                                          
 [381] "dating experience"                                                                  
 [382] "debias"                                                                             
 [383] "debt repayment"                                                                     
 [384] "decision making skill"                                                              
 [385] "decision system"                                                                    
 [386] "deep acting"                                                                        
 [387] "deindividuation"                                                                    
 [388] "demand"                                                                             
 [389] "demand uncertainty"                                                                 
 [390] "dementia"                                                                           
 [391] "demographic factors"                                                                
 [392] "dengue hemorrhagic fever (dhf)"                                                     
 [393] "deontology moral judgment"                                                          
 [394] "deposit insurance"                                                                  
 [395] "deposit market"                                                                     
 [396] "depression"                                                                         
 [397] "deputy regional head"                                                               
 [398] "descriptive phenomenology"                                                          
 [399] "design research"                                                                    
 [400] "desktop computing"                                                                  
 [401] "destination image"                                                                  
 [402] "destination personality"                                                            
 [403] "detect"                                                                             
 [404] "developing economies"                                                               
 [405] "development of measuring instruments"                                               
 [406] "developmental stage"                                                                
 [407] "dhikr"                                                                              
 [408] "differential item functioning"                                                      
 [409] "diffusion"                                                                          
 [410] "diffusion tensor imaging"                                                           
 [411] "digital"                                                                            
 [412] "digital citizenship"                                                                
 [413] "digital era"                                                                        
 [414] "digital fiqh"                                                                       
 [415] "digital generation"                                                                 
 [416] "digital habitus"                                                                    
 [417] "digital media"                                                                      
 [418] "digital mental health"                                                              
 [419] "digital parenting"                                                                  
 [420] "dirichlet principle"                                                                
 [421] "disabilities"                                                                       
 [422] "disaster"                                                                           
 [423] "disaster management"                                                                
 [424] "disaster preparedness"                                                              
 [425] "disbursement delays"                                                                
 [426] "discovery learning"                                                                 
 [427] "discrete mathematics"                                                               
 [428] "discretionary accruals"                                                             
 [429] "discrimination"                                                                     
 [430] "disordered eating behaviors"                                                        
 [431] "display of genuine emotions"                                                        
 [432] "disruptive innovation"                                                              
 [433] "dissatisfaction"                                                                    
 [434] "dissolution of marriage"                                                            
 [435] "distribution"                                                                       
 [436] "distributive fairness"                                                              
 [437] "district level stunting"                                                            
 [438] "dividend life-cycle"                                                                
 [439] "dividend policy"                                                                    
 [440] "divorce"                                                                            
 [441] "divorced families"                                                                  
 [442] "domestic"                                                                           
 [443] "domestic violence survivors"                                                        
 [444] "domino train"                                                                       
 [445] "doomscrolling"                                                                      
 [446] "dower"                                                                              
 [447] "down syndrome"                                                                      
 [448] "drawing"                                                                            
 [449] "drug rehabilitation"                                                                
 [450] "dsn-mui fatwas"                                                                     
 [451] "dual continua"                                                                      
 [452] "dual modulus rsa"                                                                   
 [453] "duration of organizational involvement"                                             
 [454] "dyadic analysis"                                                                    
 [455] "e-banking"                                                                          
 [456] "e-comic"                                                                            
 [457] "e-commerce"                                                                         
 [458] "e-commerce innovation"                                                              
 [459] "e-payment"                                                                          
 [460] "e-service quality"                                                                  
 [461] "e-wallet"                                                                           
 [462] "e-wom"                                                                              
 [463] "early adulthood"                                                                    
 [464] "early adults"                                                                       
 [465] "early childhood"                                                                    
 [466] "early childhood children"                                                           
 [467] "early marriage"                                                                     
 [468] "early retirement intention"                                                         
 [469] "earned/contributed capital"                                                         
 [470] "earnings management"                                                                
 [471] "earnings persistence"                                                               
 [472] "east"                                                                               
 [473] "eating disorder"                                                                    
 [474] "ecofeminism"                                                                        
 [475] "economic consequence of ifrs"                                                       
 [476] "ecopsychology"                                                                      
 [477] "education in developing"                                                            
 [478] "educational marketing"                                                              
 [479] "educational modul"                                                                  
 [480] "educational psychology"                                                             
 [481] "efa transphobia"                                                                    
 [482] "efficiency"                                                                         
 [483] "ego depletion"                                                                      
 [484] "eigen values"                                                                       
 [485] "elaborating mindset"                                                                
 [486] "elderly"                                                                            
 [487] "electricity utility"                                                                
 [488] "electronic loyalty (e-loyalty)"                                                     
 [489] "emerging adult"                                                                     
 [490] "emerging adulthood"                                                                 
 [491] "emerging adults"                                                                    
 [492] "emerging markets"                                                                   
 [493] "emotion"                                                                            
 [494] "emotion dysregulation"                                                              
 [495] "emotion regulation"                                                                 
 [496] "emotion understanding"                                                              
 [497] "emotional competence"                                                               
 [498] "emotional disregulation"                                                            
 [499] "emotional exhaustion"                                                               
 [500] "emotional intelligence"                                                             
 [501] "emotional labor"                                                                    
 [502] "emotional learning"                                                                 
 [503] "emotional mental disorder"                                                          
 [504] "emotional regulation"                                                               
 [505] "emotional trust"                                                                    
 [506] "emotions"                                                                           
 [507] "empathy"                                                                            
 [508] "employability"                                                                      
 [509] "employee"                                                                           
 [510] "employee burnout"                                                                   
 [511] "employee loyalty"                                                                   
 [512] "employee performance"                                                               
 [513] "employee retention"                                                                 
 [514] "employee well-being"                                                                
 [515] "employees"                                                                          
 [516] "employees’ performance"                                                             
 [517] "employment"                                                                         
 [518] "empowering leadership"                                                              
 [519] "empowerment strategy"                                                               
 [520] "energy efficiency"                                                                  
 [521] "entrepreneurial activities"                                                         
 [522] "entrepreneurial attitudes"                                                          
 [523] "entrepreneurial creativity"                                                         
 [524] "entrepreneurial ecosystem"                                                          
 [525] "entrepreneurial intentions"                                                         
 [526] "entrepreneurial orientation"                                                        
 [527] "entrepreneurial satisfaction"                                                       
 [528] "entrepreneurship"                                                                   
 [529] "entry age normal"                                                                   
 [530] "environment"                                                                        
 [531] "environmental behaviour"                                                            
 [532] "epistemic curiosity"                                                                
 [533] "epistemic motivation"                                                               
 [534] "equality"                                                                           
 [535] "equilibrium"                                                                        
 [536] "esd"                                                                                
 [537] "esg"                                                                                
 [538] "esg performance"                                                                    
 [539] "eth root attack"                                                                    
 [540] "ethical governance"                                                                 
 [541] "ethical leadership"                                                                 
 [542] "ethics"                                                                             
 [543] "ethnic minority"                                                                    
 [544] "ethnicities"                                                                        
 [545] "ethnicity"                                                                          
 [546] "ethnomathematics"                                                                   
 [547] "euclidean distance"                                                                 
 [548] "european option"                                                                    
 [549] "event marketing"                                                                    
 [550] "evolution"                                                                          
 [551] "ex-military commissioners"                                                          
 [552] "excess working capital"                                                             
 [553] "excess zeros"                                                                       
 [554] "exchange rate exposure"                                                             
 [555] "executive compensation"                                                             
 [556] "executive function"                                                                 
 [557] "executive functions"                                                                
 [558] "exercise-based intervention"                                                        
 [559] "expectations"                                                                       
 [560] "expected utility"                                                                   
 [561] "experience"                                                                         
 [562] "experiences"                                                                        
 [563] "experiential marketing"                                                             
 [564] "experiment"                                                                         
 [565] "experimental"                                                                       
 [566] "experimental design"                                                                
 [567] "experimental economics"                                                             
 [568] "explanatory sequential mixed method"                                                
 [569] "exploratory structural equation modelling"                                          
 [570] "export"                                                                             
 [571] "export barriers"                                                                    
 [572] "export engagement"                                                                  
 [573] "export knowledge"                                                                   
 [574] "export market orientation"                                                          
 [575] "export performance"                                                                 
 [576] "export propensity"                                                                  
 [577] "export tax"                                                                         
 [578] "expressive writing therapy"                                                         
 [579] "factors"                                                                            
 [580] "fairness"                                                                           
 [581] "familiarity effect"                                                                 
 [582] "family"                                                                             
 [583] "family dispute resolution"                                                          
 [584] "family harmony"                                                                     
 [585] "family health"                                                                      
 [586] "family influence"                                                                   
 [587] "family interfering with work"                                                       
 [588] "family resilience"                                                                  
 [589] "family support"                                                                     
 [590] "family supportive supervisor behavior"                                              
 [591] "fashion recycling"                                                                  
 [592] "fast-fashion"                                                                       
 [593] "fast fashion"                                                                       
 [594] "fat talk"                                                                           
 [595] "father birth trauma"                                                                
 [596] "fatwa"                                                                              
 [597] "fear of failure"                                                                    
 [598] "fear of happiness"                                                                  
 [599] "fear of missing out"                                                                
 [600] "feature selection"                                                                  
 [601] "fem"                                                                                
 [602] "female director"                                                                    
 [603] "female head of household"                                                           
 [604] "female leader"                                                                      
 [605] "feminist"                                                                           
 [606] "final-year students"                                                                
 [607] "final year students"                                                                
 [608] "finance"                                                                            
 [609] "financial and budgetary information"                                                
 [610] "financial behavior"                                                                 
 [611] "financial behaviour"                                                                
 [612] "financial derivatives"                                                              
 [613] "financial distress"                                                                 
 [614] "financial flexibility"                                                              
 [615] "financial knowledge"                                                                
 [616] "financial leverage"                                                                 
 [617] "financial literacy"                                                                 
 [618] "financial options"                                                                  
 [619] "financial risk tolerance"                                                           
 [620] "financial stability"                                                                
 [621] "financial stress"                                                                   
 [622] "financial time series"                                                              
 [623] "financial well-being"                                                               
 [624] "fintech"                                                                            
 [625] "fintech financing"                                                                  
 [626] "fiqh"                                                                               
 [627] "fiqh siyasah"                                                                       
 [628] "firm-specific characteristics"                                                      
 [629] "firm internationalization"                                                          
 [630] "firm performance"                                                                   
 [631] "firm value"                                                                         
 [632] "fixed gaussian kernel"                                                              
 [633] "flexibility"                                                                        
 [634] "flexible work arrangement"                                                          
 [635] "flexible work arrangements"                                                         
 [636] "flourishing"                                                                        
 [637] "flourishing family and marriage"                                                    
 [638] "flow experience"                                                                    
 [639] "food security index"                                                                
 [640] "forecast accuracy"                                                                  
 [641] "forecast bias"                                                                      
 [642] "foreign direct investment (fdi)"                                                    
 [643] "foreign investor"                                                                   
 [644] "foreign portfolio inflows"                                                          
 [645] "forgiveness"                                                                        
 [646] "fortran90"                                                                          
 [647] "forward-looking oriented information"                                               
 [648] "fourier transform"                                                                  
 [649] "fraction comprehension"                                                             
 [650] "framing effect"                                                                     
 [651] "frequency of price changes"                                                         
 [652] "ftc program"                                                                        
 [653] "fun at work"                                                                        
 [654] "fun work"                                                                           
 [655] "functional strategy"                                                                
 [656] "fundamentalism"                                                                     
 [657] "future orientation"                                                                 
 [658] "future time perspective"                                                            
 [659] "fuzzy c-means"                                                                      
 [660] "fuzzy possibilistic c-means"                                                        
 [661] "fuzzy technique for order preference by similarity to ideal solution (fuzzy topsis)"
 [662] "gagne’s model"                                                                      
 [663] "galois transform"                                                                   
 [664] "gama-aims"                                                                          
 [665] "gambler’s fallacy"                                                                  
 [666] "game-based learning"                                                                
 [667] "gaming disorder"                                                                    
 [668] "garch"                                                                              
 [669] "garch(1,1) model"                                                                   
 [670] "gee"                                                                                
 [671] "gender"                                                                             
 [672] "gender factor"                                                                      
 [673] "gender justice"                                                                     
 [674] "gender mainstreamin"                                                                
 [675] "genderism"                                                                          
 [676] "generalized anxiety disorder"                                                       
 [677] "generalized student-t"                                                              
 [678] "generation gap"                                                                     
 [679] "generation x"                                                                       
 [680] "generation z"                                                                       
 [681] "generation z employee"                                                              
 [682] "generation z student"                                                               
 [683] "generations"                                                                        
 [684] "geometry"                                                                           
 [685] "geometry concept"                                                                   
 [686] "glmm"                                                                               
 [687] "global financial crisis"                                                            
 [688] "globalization"                                                                      
 [689] "goal revision"                                                                      
 [690] "going concern"                                                                      
 [691] "gold"                                                                               
 [692] "government-linked companies"                                                        
 [693] "government-owned banks"                                                             
 [694] "government accounting information"                                                  
 [695] "government intervention"                                                            
 [696] "government support"                                                                 
 [697] "governmental policy"                                                                
 [698] "gradient boosting"                                                                  
 [699] "gradient boosting classification"                                                   
 [700] "grandparents"                                                                       
 [701] "graph"                                                                              
 [702] "graph coloring"                                                                     
 [703] "gratitude"                                                                          
 [704] "gratitude therapy"                                                                  
 [705] "great mosque of makale"                                                             
 [706] "green bonds"                                                                        
 [707] "green shoe option"                                                                  
 [708] "grief"                                                                              
 [709] "grit"                                                                               
 [710] "group counseling"                                                                   
 [711] "growth mindset intervention"                                                        
 [712] "growth opportunities"                                                               
 [713] "guidance and counseling"                                                            
 [714] "gwnbr"                                                                              
 [715] "halo effect"                                                                        
 [716] "hamilton anxiety rating scale (hars)"                                               
 [717] "hamming weight"                                                                     
 [718] "happiness"                                                                          
 [719] "harah jawoe"                                                                        
 [720] "harmonization"                                                                      
 [721] "hatred"                                                                             
 [722] "headquarter resource"                                                               
 [723] "health"                                                                             
 [724] "healthcare marketing"                                                               
 [725] "hearing loss"                                                                       
 [726] "hedge"                                                                              
 [727] "hedging effectiveness"                                                              
 [728] "hedonic"                                                                            
 [729] "hegemonic masculinity"                                                              
 [730] "heuristic"                                                                          
 [731] "hexaaco personality"                                                                
 [732] "hidden economy"                                                                     
 [733] "hierarchical culture"                                                               
 [734] "high school students"                                                               
 [735] "high temperature"                                                                   
 [736] "higher-order thinking"                                                              
 [737] "higher education"                                                                   
 [738] "homesickness"                                                                       
 [739] "hospital"                                                                           
 [740] "hostile sexism"                                                                     
 [741] "household credit"                                                                   
 [742] "household debt to gdp"                                                              
 [743] "housewives"                                                                         
 [744] "hr attributions"                                                                    
 [745] "hr practices’ flexibility"                                                          
 [746] "hrm management practices"                                                           
 [747] "hrm practices"                                                                      
 [748] "human development index (hdi)"                                                      
 [749] "human nature"                                                                       
 [750] "human resource development"                                                         
 [751] "human resource management"                                                          
 [752] "human rights"                                                                       
 [753] "humanitarian relief operations"                                                     
 [754] "hybrid choice model"                                                                
 [755] "hybrid electric vehicle"                                                            
 [756] "hybrid employees"                                                                   
 [757] "hybrid mode"                                                                        
 [758] "hypnotheraphy"                                                                      
 [759] "hypnotherapy"                                                                       
 [760] "hypothesis testing"                                                                 
 [761] "ict capability"                                                                     
 [762] "idea generation"                                                                    
 [763] "identity"                                                                           
 [764] "identity fusion"                                                                    
 [765] "ifrs"                                                                               
 [766] "ifrs adoption"                                                                      
 [767] "imagination"                                                                        
 [768] "implementation"                                                                     
 [769] "implementing mindset"                                                               
 [770] "impostor phenomenon"                                                                
 [771] "impulsive buying"                                                                   
 [772] "impulsive purchasing"                                                               
 [773] "incentive scheme"                                                                   
 [774] "incidental moral dilemma"                                                           
 [775] "inclusive education"                                                                
 [776] "inclusive school"                                                                   
 [777] "independence"                                                                       
 [778] "independence of children with intellectual disabilities"                            
 [779] "index"                                                                              
 [780] "india"                                                                              
 [781] "indicators (wdi)"                                                                   
 [782] "indigenous"                                                                         
 [783] "indigenous first-generation college student"                                        
 [784] "individual-explicit knowledge"                                                      
 [785] "individual attributes"                                                              
 [786] "individual characteristics"                                                         
 [787] "individual innovative behavior"                                                     
 [788] "indonesia"                                                                          
 [789] "indonesia corporate bond"                                                           
 [790] "indonesia government bond"                                                          
 [791] "indonesia stock exchange"                                                           
 [792] "indonesian constitutional law"                                                      
 [793] "indonesian context"                                                                 
 [794] "indonesian muslims"                                                                 
 [795] "indonesian stock exchange"                                                          
 [796] "indonesian ulema council"                                                           
 [797] "industrial relations"                                                               
 [798] "infectious disease"                                                                 
 [799] "inferential statistics"                                                             
 [800] "information environment"                                                            
 [801] "information quality"                                                                
 [802] "information sharing"                                                                
 [803] "information technology"                                                             
 [804] "ingroup meta prejudice"                                                             
 [805] "inheritance"                                                                        
 [806] "innovation"                                                                         
 [807] "innovation activities"                                                              
 [808] "innovative project"                                                                 
 [809] "innovative work behavior"                                                           
 [810] "innovativeness"                                                                     
 [811] "insider investor"                                                                   
 [812] "insomnia"                                                                           
 [813] "instagram"                                                                          
 [814] "instagram use"                                                                      
 [815] "instagram users"                                                                    
 [816] "institutional factors"                                                              
 [817] "instrument"                                                                         
 [818] "instrument validity"                                                                
 [819] "insurance"                                                                          
 [820] "integrative islamic personality"                                                    
 [821] "integrity"                                                                          
 [822] "intellectual agility-resonance"                                                     
 [823] "intellectual disability"                                                            
 [824] "intention"                                                                          
 [825] "intention innovative work behavior"                                                 
 [826] "intention to buy"                                                                   
 [827] "interaction"                                                                        
 [828] "interaction effects"                                                                
 [829] "interaction system"                                                                 
 [830] "interest in learning"                                                               
 [831] "interfaith families"                                                                
 [832] "interfirm collaboration"                                                            
 [833] "intergenerational maltreatment"                                                     
 [834] "intergroup relations"                                                               
 [835] "internal locus of control"                                                          
 [836] "internal structure"                                                                 
 [837] "internalization"                                                                    
 [838] "internet addiction"                                                                 
 [839] "internet of things (iot)"                                                           
 [840] "internship career expectations"                                                     
 [841] "interorganizational relationship"                                                   
 [842] "interpretative phenomenological analysis"                                           
 [843] "intervention"                                                                       
 [844] "intrinsic motivation"                                                               
 [845] "inventory management"                                                               
 [846] "investment decision"                                                                
 [847] "investment expenditure"                                                             
 [848] "investment size"                                                                    
 [849] "investor protection level"                                                          
 [850] "investors’ risk profile"                                                            
 [851] "involvement"                                                                        
 [852] "ipo proceeds"                                                                       
 [853] "irregular income"                                                                   
 [854] "irt"                                                                                
 [855] "irtawsi"                                                                            
 [856] "islam"                                                                              
 [857] "islamic-based positive psychology training"                                         
 [858] "islamic accounting"                                                                 
 [859] "islamic boarding school"                                                            
 [860] "islamic boarding schools"                                                           
 [861] "islamic jurisprudence"                                                              
 [862] "islamic law"                                                                        
 [863] "islamic law (fiqh)"                                                                 
 [864] "islamic legal"                                                                      
 [865] "islamic legal change"                                                               
 [866] "islamic mindfulness"                                                                
 [867] "islamic norms"                                                                      
 [868] "islamic parenting"                                                                  
 [869] "islamic prayer"                                                                     
 [870] "islamic psychology"                                                                 
 [871] "islamic religiosity"                                                                
 [872] "islamic spiritual"                                                                  
 [873] "islamic spirituality"                                                               
 [874] "islamic value"                                                                      
 [875] "islamic values"                                                                     
 [876] "israel-palestina conflict"                                                          
 [877] "istigfar dhikr therapy"                                                             
 [878] "item response theory"                                                               
 [879] "jacobian matrix"                                                                    
 [880] "jakarta"                                                                            
 [881] "javanese"                                                                           
 [882] "javanese cultural heritage"                                                         
 [883] "javanese women"                                                                     
 [884] "jd-r model"                                                                         
 [885] "job crafting"                                                                       
 [886] "job demands"                                                                        
 [887] "job embeddedness"                                                                   
 [888] "job performance"                                                                    
 [889] "job readiness"                                                                      
 [890] "job relevance"                                                                      
 [891] "job satisfaction"                                                                   
 [892] "job stress"                                                                         
 [893] "job transitions"                                                                    
 [894] "joint property"                                                                     
 [895] "journaling"                                                                         
 [896] "justice"                                                                            
 [897] "justice according to the qur'an"                                                    
 [898] "juvenile delinquency"                                                               
 [899] "juvenile offenders"                                                                 
 [900] "k-means clustering"                                                                 
 [901] "kafāʾah in marriage"                                                                
 [902] "kesejahteraan"                                                                      
 [903] "key recovery"                                                                       
 [904] "khes"                                                                               
 [905] "khusyu'"                                                                            
 [906] "knowledge"                                                                          
 [907] "knowledge creation"                                                                 
 [908] "knowledge exchange"                                                                 
 [909] "knowledge management"                                                               
 [910] "knowledge management enablers"                                                      
 [911] "knowledge sharing behavior"                                                         
 [912] "knowledge transfer"                                                                 
 [913] "lab experiment"                                                                     
 [914] "labelling on human"                                                                 
 [915] "labor productivity"                                                                 
 [916] "laboratory experiment"                                                              
 [917] "land-owning farmers"                                                                
 [918] "land conversion"                                                                    
 [919] "language development"                                                               
 [920] "lasso"                                                                              
 [921] "late graduation"                                                                    
 [922] "law systems"                                                                        
 [923] "leadership"                                                                         
 [924] "leadership style"                                                                   
 [925] "leadership styles"                                                                  
 [926] "leadership training"                                                                
 [927] "learning"                                                                           
 [928] "learning agility"                                                                   
 [929] "learning environment"                                                               
 [930] "learning motivation"                                                                
 [931] "learning orientation"                                                               
 [932] "learning trajectory"                                                                
 [933] "lease accounting"                                                                   
 [934] "legal"                                                                              
 [935] "legal adaptation"                                                                   
 [936] "legal certainty"                                                                    
 [937] "legal pluralism"                                                                    
 [938] "legal politics"                                                                     
 [939] "legal protection"                                                                   
 [940] "level of depression"                                                                
 [941] "levers of control"                                                                  
 [942] "life experience"                                                                    
 [943] "life orientation test-revised"                                                      
 [944] "life satisfaction"                                                                  
 [945] "life survival strategy"                                                             
 [946] "lifestyle change"                                                                   
 [947] "lifestyle exposure"                                                                 
 [948] "lifestyle factors"                                                                  
 [949] "linear programming"                                                                 
 [950] "listing status"                                                                     
 [951] "literacy"                                                                           
 [952] "literature"                                                                         
 [953] "literature learning"                                                                
 [954] "literature review"                                                                  
 [955] "lmx"                                                                                
 [956] "local elections"                                                                    
 [957] "local food"                                                                         
 [958] "local wisdom"                                                                       
 [959] "locus of control"                                                                   
 [960] "logistics management"                                                               
 [961] "logotherapy"                                                                        
 [962] "loneliness"                                                                         
 [963] "longitudinal"                                                                       
 [964] "low quality"                                                                        
 [965] "low variety seeking"                                                                
 [966] "lower class of society"                                                             
 [967] "lstm"                                                                               
 [968] "m estimator"                                                                        
 [969] "machine learning"                                                                   
 [970] "magnetic resonance imaging"                                                         
 [971] "major depressive disorder"                                                          
 [972] "major depressive disorder with peripartum onset"                                    
 [973] "major depressive episode without psychotic"                                         
 [974] "malaysia"                                                                           
 [975] "malaysia corporate bond"                                                            
 [976] "malaysia government bond"                                                           
 [977] "malaysian banks"                                                                    
 [978] "malaysian higher education institutions"                                            
 [979] "malaysian millennials consumers"                                                    
 [980] "male"                                                                               
 [981] "male adolescent"                                                                    
 [982] "malevolent creativity"                                                              
 [983] "management of innovation"                                                           
 [984] "managerial competences"                                                             
 [985] "managerial performance"                                                             
 [986] "managerial work"                                                                    
 [987] "managers"                                                                           
 [988] "manufacturing flexibility"                                                          
 [989] "manufacturing industry"                                                             
 [990] "manuscript"                                                                         
 [991] "maqasid al-sharia"                                                                  
 [992] "marital satisfaction"                                                               
 [993] "market mispricing"                                                                  
 [994] "market orientation"                                                                 
 [995] "market sentiment"                                                                   
 [996] "marriage"                                                                           
 [997] "marriage dispensation"                                                              
 [998] "married couples"                                                                    
 [999] "martial arts"                                                                       
[1000] "marwah"                                                                             
 [ reached 'max' / getOption("max.print") -- omitted 801 entries ]

#Jumlah Subject


ambil_scope <- data_paper[,"Scope"]
ambil_scope <- as.data.frame(ambil_scope)

simpan_scope <- vector(mode = "character")
  
  
for(i in 1 :  length(ambil_scope[,1])  )
{
  
  X <- ambil_scope[i,1]
  
  X <- tolower(X) #mengubah menjadi huruf kecil

      
      X <- unlist(strsplit(as.character(X), "  ;", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), " ;", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), ";  ", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), "; ", fixed = TRUE))
      X <- unlist(strsplit(as.character(X), ";", fixed = TRUE))
      #X <- unlist(strsplit(as.character(X), ", ", fixed = TRUE))
      #  X <- unlist(strsplit(as.character(X), "  ,", fixed = TRUE))
           # X <- unlist(strsplit(as.character(X), " ,", fixed = TRUE))
           # X <- unlist(strsplit(as.character(X), ",", fixed = TRUE))
      
      simpan_scope = c(simpan_scope, X)
      
      
  
  
}



level_simpan_scope <- as.factor(simpan_scope)

level_simpan_scope <- levels(level_simpan_scope)

length(level_simpan_scope)
[1] 16
level_simpan_scope
 [1] "agriculture"                                 "agriculture, biological sciences & forestry"
 [3] "art"                                         "chemistry"                                  
 [5] "economics, econometrics & finance"           "economy"                                    
 [7] "education"                                   "health"                                     
 [9] "humanities"                                  "law, crime, criminology & criminal justice" 
[11] "mathematics"                                 "physics"                                    
[13] "religion"                                    "science"                                    
[15] "social"                                      "social sciences"                            
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